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English Information

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Authors
# Name
1 Barbara Ferreira(bpolianajaber@gmail.com)
2 Daniel Hasan(hasan@cefetmg.br)
3 Ismael Silva(ismaelsantana@cefetmg.br)

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Reference
# Reference
1 @misc{kaggle, title = {Kaggle}, howpublished = {\url{https://www.kaggle.com/gyani95/380000-lyrics-from-metrolyrics/data}}, note = {Acessado em: 2019-10-30}, year ={2018} }
2 @misc{metrolyrics, title = {MetroLyrics}, howpublished = {\url{https://www.metrolyrics.com/}}, note = {Acessado em: 2019-10-30}, year ={2020} }
3 @misc{github, title = {Repositório dos atributos coletados}, howpublished = {\url{https://github.com/bpoliana/music-genre-analysis/blob/master/18k_features_1_17_normalized.csv}}, note = {Acessado em: 2023-05-26}, year ={2020} }
4 @inproceedings{optuna_2019, title={Optuna: A Next-generation Hyperparameter Optimization Framework}, author={Akiba, Takuya and Sano, Shotaro and Yanase, Toshihiko and Ohta, Takeru and Koyama, Masanori}, booktitle={Proceedings of the 25rd {ACM} {SIGKDD} International Conference on Knowledge Discovery and Data Mining}, year={2019} }
5 @article{berthier, author = {Baeza-Yates, Ricardo and Ribeiro-neto, Berthier}, year = {1999}, month = {07}, pages = {}, title = {Modern Information Retrieval} }
6 @article{emotionscategories:article, author = {Clark, Lee and Tellegen, Auke}, year = {1999}, month = {07}, pages = {}, title = {On The Dimensional and Hierarchical Structure of Affect}, volume = {10}, journal = {Lee Anna Clark}, doi = {10.1111/1467-9280.00157} }
7 @article{hall09:_weka_data_minin_softw, author = {Mark Hall and Eibe Frank and Geoffrey Holmes and Bernhard Pfahringer and Peter Reutemann and Ian H. Witten}, title = {The {WEKA} data mining software: an update}, journal = {SIGKDD Explorations}, volume = 11, number = 1, year = 2009, pages = {10-18} }
8 @article{hsu-svm, author = {Hsu, Chih-wei and Chang, Chih-chung and Lin, Chih-Jen}, year = {2003}, month = {11}, pages = {}, title = {A Practical Guide to Support Vector Classification Chih-Wei Hsu, Chih-Chung Chang, and Chih-Jen Lin} }
9 @inproceedings{gomez:2018, author = {Martín-Gómez, Lucía and Navarro Cáceres, María}, year = {2018}, month = {06}, pages = {198-205}, title = {Applying Data Mining for Sentiment Analysis in Music}, isbn = {978-3-319-61577-6}, doi = {10.1007/978-3-319-61578-3_20} }
10 @inproceedings{mayer2008RhymeStyle, author = {Mayer, Rudolf and Neumayer, Robert and Rauber, Andreas}, year = {2008}, month = {01}, pages = {337-342}, title = {Rhyme and Style Features for Musical Genre Classification by Song Lyrics.}, journal = {ISMIR 2008 - 9th International Conference on Music Information Retrieval} }
11 @inproceedings{Mayer2011MusicGC, title={Music Genre Classification by Ensembles of Audio and Lyrics Features}, author={R. Mayer and A. Rauber}, booktitle={ISMIR}, year={2011} }
12 @article{mckinney-martin:2003, author = {McKinney, Martin and Breebaart, Jeroen and (wy, Prof}, year = {2003}, month = {11}, pages = {}, title = {Features for Audio and Music Classification} }
13 @inproceedings{hierarchyclassification, author = {Nakano, Felipe Kenji and Pinto, Walter and Pappa, Gisele and Cerri, Ricardo}, year = {2017}, month = {05}, pages = {2539-2546}, title = {Top-down strategies for hierarchical classification of transposable elements with neural networks}, doi = {10.1109/IJCNN.2017.7966165} }
14 @inproceedings{oh2017, title={Top-k Hierarchical Classification}, author={Sechan Oh}, booktitle={AAAI Conference on Artificial Intelligence}, year={2017} }
15 @inproceedings{parmezan, author = {Parmezan, Antonio and Silva, Diego and Batista, Gustavo}, year = {2020}, month = {10}, pages = {}, title = {A combination of local approaches for hierarchical music genre classification}, doi = {10.5281/zenodo.4245540} }
16 @article{scikit-learn, title={Scikit-learn: Machine Learning in {P}ython}, author={Pedregosa, F. and Varoquaux, G. and Gramfort, A. and Michel, V. and Thirion, B. and Grisel, O. and Blondel, M. and Prettenhofer, P. and Weiss, R. and Dubourg, V. and Vanderplas, J. and Passos, A. and Cournapeau, D. and Brucher, M. and Perrot, M. and Duchesnay, E.}, journal={Journal of Machine Learning Research}, volume={12}, pages={2825--2830}, year={2011} }
17 @book{russelNorvig2003:aima, author = {Russell, Stuart J. and Norvig, Peter}, biburl = {https://www.bibsonomy.org/bibtex/2aab790cf69e18d11b87b7fdbb1a0bf9e/franz}, citeulike-article-id = {113848}, description = {import from cite-u-like}, howpublished = {Hardcover}, interhash = {2d5e32236d3ab0ad8a224c2de22fcbb7}, intrahash = {aab790cf69e18d11b87b7fdbb1a0bf9e}, isbn = {0137903952}, keywords = {intelligence}, month = {December}, posted-at = {2007-12-04 01:39:10}, priority = {0}, publisher = {{Prentice Hall}}, timestamp = {2010-04-19T01:35:48.000+0200}, title = {Artificial Intelligence: A Modern Approach (2nd Edition)}, year = 2002 }
18 @article{article:Tsaptsinos, author = {Tsaptsinos, Alexandros}, year = {2017}, month = {07}, pages = {}, title = {Lyrics-Based Music Genre Classification Using a Hierarchical Attention Network} }
19 @inproceedings{musicemotion:yang:2010, author = {Yang, Dan and Lee, Won-Sook}, year = {2010}, month = {01}, pages = {624 - 629}, title = {Music Emotion Identification from Lyrics}, doi = {10.1109/ISM.2009.123} }